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Semantic Segmentation

Papers

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Showing 6201–6250 of 14763 papers

TitleStatusHype
1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions—0
Implicit Surface Contrastive Clustering for LiDAR Point Clouds—0
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation—0
End-to-End Video Matting With Trimap PropagationCode1
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic SegmentationCode1
Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars—0
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Tree Instance Segmentation With Temporal Contour Graph—0
MCF: Mutual Correction Framework for Semi-Supervised Medical Image SegmentationCode1
Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation—0
Single Domain Generalization for LiDAR Semantic SegmentationCode1
Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous DrivingCode1
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation—0
Proximal Splitting Adversarial Attack for Semantic SegmentationCode1
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge—0
Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image SegmentationCode1
X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection—0
Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive LearningCode1
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360degCode3
Multispectral Video Semantic Segmentation: A Benchmark Dataset and BaselineCode1
Sparsely Annotated Semantic Segmentation With Adaptive Gaussian MixturesCode1
Style Projected Clustering for Domain Generalized Semantic Segmentation—0
VectorFloorSeg: Two-Stream Graph Attention Network for Vectorized Roughcast Floorplan SegmentationCode1
Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework—0
PeakConv: Learning Peak Receptive Field for Radar Semantic SegmentationCode1
PartDistillation: Learning Parts From Instance SegmentationCode1
Mask-Guided Matting in the Wild—0
SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization—0
Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic SegmentationCode1
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and ReconstructorCode1
Network-Free, Unsupervised Semantic Segmentation With Synthetic Images—0
Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving—0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks—0
BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation—0
FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation—0
A Simple Framework for Text-Supervised Semantic SegmentationCode1
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven DomainsCode0
M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode1
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic SegmentationCode1
AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation—0
Improving Robustness of Semantic Segmentation to Motion-Blur Using Class-Centric Augmentation—0
Deep Deterministic Uncertainty: A New Simple Baseline—0
Endpoints Weight Fusion for Class Incremental Semantic Segmentation—0
Camouflaged Instance Segmentation via Explicit De-Camouflaging—0
Co-Training 2L Submodels for Visual Recognition—0
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural RepresentationsCode0
Interactive Segmentation As Gaussion Process ClassificationCode1
Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation—0
Evolved Part Masking for Self-Supervised Learning—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified